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Title: GitHub - junjun315/models: Model configurations

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Description: Model configurations. Contribute to junjun315/models development by creating an account on GitHub.

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AlexNet	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleCV/image_classification/models
ImageNet Classification with Deep Convolutional Neural Networks	https://www.researchgate.net/publication/267960550_ImageNet_Classification_with_Deep_Convolutional_Neural_Networks
VGG	https://github.com/PaddlePaddle/models/tree/develop/fluid/PaddleCV/image_classification/models
Very Deep ConvNets for Large-Scale Inage Recognition	https://arxiv.org/pdf/1409.1556.pdf
GoogleNet	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleCV/image_classification/models
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ResNet	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleCV/image_classification/models
Deep Residual Learning for Image Recognition	https://arxiv.org/abs/1512.03385
Inception-v4	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleCV/image_classification/models
Inception-ResNet and the Impact of Residual Connections on Learning	http://arxiv.org/abs/1602.07261
MobileNet	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleCV/image_classification/models
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications	https://arxiv.org/abs/1704.04861
DPN	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleCV/image_classification/models
Dual Path Networks	https://arxiv.org/abs/1707.01629
SE-ResNeXt	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleCV/image_classification/models
Squeeze-and-excitation networks	https://arxiv.org/abs/1709.01507
SSD	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleCV/object_detection/README_cn.md
SSD: Single Shot MultiBox Detector	https://arxiv.org/abs/1512.02325
Face Detector: PyramidBox	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleCV/face_detection/README_cn.md
PyramidBox: A Context-assisted Single Shot Face Detector	https://arxiv.org/pdf/1803.07737.pdf
Faster RCNN	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleCV/rcnn/README_cn.md
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks	https://arxiv.org/abs/1506.01497
Mask RCNN	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleCV/rcnn/README_cn.md
Mask R-CNN	https://arxiv.org/abs/1703.06870
ICNet	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleCV/icnet
ICNet for Real-Time Semantic Segmentation on High-Resolution Images	https://arxiv.org/abs/1704.08545
DCGAN	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleCV/gan/c_gan
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks	https://arxiv.org/pdf/1511.06434.pdf
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Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks	https://arxiv.org/abs/1703.10593
CRNN-CTC模型	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleCV/ocr_recognition
Connectionist Temporal Classification: Labelling Unsegmented Sequence Data with Recurrent Neural Networks	https://www.researchgate.net/publication/221346365_Connectionist_temporal_classification_Labelling_unsegmented_sequence_data_with_recurrent_neural_'networks
Attention模型	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleCV/ocr_recognition
Recurrent Models of Visual Attention	https://arxiv.org/abs/1406.6247
Metric Learning	https://github.com/PaddlePaddle/models/tree/develop/fluid/PaddleCV/metric_learning
TSN	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleCV/video_classification
Temporal Segment Networks: Towards Good Practices for Deep Action Recognition	https://arxiv.org/abs/1608.00859
视频模型库	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleCV/video
caffe2fluid	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleCV/caffe2fluid
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Transformer	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleNLP/neural_machine_translation/transformer/README_cn.md
Attention Is All You Need	https://arxiv.org/abs/1706.03762
BERT	https://github.com/PaddlePaddle/LARK/tree/develop/BERT
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	https://arxiv.org/abs/1810.04805
LAC	https://github.com/baidu/lac/blob/master/README.md
Chinese Lexical Analysis with Deep Bi-GRU-CRF Network	https://arxiv.org/abs/1807.01882
Senta	https://github.com/baidu/Senta/blob/master/README.md
DAM	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleNLP/deep_attention_matching_net
Multi-Turn Response Selection for Chatbots with Deep Attention Matching Network	http://aclweb.org/anthology/P18-1103
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TagSpace	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleRec/tagspace
#TagSpace: Semantic embeddings from hashtags	https://www.bibsonomy.org/bibtex/0ed4314916f8e7c90d066db45c293462
GRU4Rec	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleRec/gru4rec
Session-based Recommendations with Recurrent Neural Networks	https://arxiv.org/abs/1511.06939
SSR	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleRec/ssr
Multi-Rate Deep Learning for Temporal Recommendation	https://dl.acm.org/citation.cfm?id=2914726
DeepCTR	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleRec/ctr/README.cn.md
DeepFM: A Factorization-Machine based Neural Network for CTR Prediction	https://arxiv.org/abs/1703.04247
Multiview-Simnet	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/PaddleRec/multiview_simnet
A Multi-View Deep Learning Approach for Cross Domain User Modeling in Recommendation Systems	http://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/frp1159-songA.pdf
	https://patch-diff.githubusercontent.com/junjun315/models#other-models
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DQN	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/DeepQNetwork/README_cn.md
Human-level control through deep reinforcement learning	https://www.nature.com/articles/nature14236
DoubleDQN	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/DeepQNetwork/README_cn.md
Font Size: Deep Reinforcement Learning with Double Q-Learning	https://www.aaai.org/ocs/index.php/AAAI/AAAI16/paper/viewPaper/12389
DuelingDQN	https://patch-diff.githubusercontent.com/junjun315/models/blob/develop/fluid/DeepQNetwork/README_cn.md
Dueling Network Architectures for Deep Reinforcement Learning	http://proceedings.mlr.press/v48/wangf16.html
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